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FAFO: Fast Eval Judges with Jev
Build a judge from small Jev questions. Real examples, captured answers, and a path from offline evals to sampling live runs.
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FAFO: Learn to Write Evals
Write graders, catch bad agent behavior, and check whether a change helped. Read this long AF post, or make your coding agent teach you with the included learn-evals skill.
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https://medium.com/@m_alex_7740/a-production-deep-dive-into-cross-compartment-iam-guaranteed-qos-pod-pending-root-causes-95dc4c53f04f
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Agent PR reviewers
Agents let you ship more. Reviews become the bottleneck, and agent reviewers aren't there yet.
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Agent rules as an adoption metric?
AI agent rules might be a decent indicator of where you are on the adoption curve